Trial reportThe Journal of nutrition2019
Changes in Iron Status Are Related to Changes in Brain Activity and Behavior in Rwandan Female University Students: Results from a Randomized Controlled Efficacy Trial Involving Iron-Biofortified Beans.
Trial report in The Journal of nutrition, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01594359 (Efficacy of Iron Biofortified Beans in Improving the Iron Status of Rwandan Adolescent Girls), which is not on this map. Cited by 19 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Efficacy of Iron Biofortified Beans in Improving the Iron Status of Rwandan Adolescent Girls: A Randomized Control Trial
Who cites it
19 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Can Improved Legume Varieties Optimize Iron Status in Low- and Middle-Income Countries? A Systematic Review.Advances in nutrition (Bethesda, Md.) · 2020Pooled it
- Modeling relationships between iron status, behavior, and brain electrophysiology: evidence from a randomized study involving a biofortified grain in Indian adolescents.BMC public health · 2022Trial
- Treatment-related Cognitive Impairment, Neurovascular Coupling, and Iron Levels in Women with Ovarian Cancer.medRxiv : the preprint server for health sciences · 2026Article
- Article
- Iron deficiency negatively affects behavioral measures of learning, indirect neural measures of dopamine, and neural efficiency.Cognitive, affective & behavioral neuroscience · 2025Article
- Associations Between Lifetime Histories of Iron Deficiency, Anxiety, Depression and Multiple Pain Conditions: An Observational Study Using a Large-Scale National Database.Journal of pain research · 2025Article
- Biofortification: Future Challenges for a Newly Emerging Technology to Improve Nutrition Security Sustainably.Current developments in nutrition · 2024Article
- Development of Iron Status Measures during Youth: Associations with Sex, Neighborhood Socioeconomic Status, Cognitive Performance, and Brain Structure.The American journal of clinical nutrition · 2023Article
- Article
- Associations between red blood cell indices and iron status and neurocognitive function in young adults: Evidence from memory and executive function tests and event-related potentials.Annals of the New York Academy of Sciences · 2022Article
- P300, a tool for cognitive assessment in women with iron deficiency anemia: A systematic review.Journal of family medicine and primary care · 2022Review
- A Call-to-Action for Clinicians to Implement Evidence-Based Best Practices When Caring for Women with Uterine Fibroids.Reproductive sciences (Thousand Oaks, Calif.) · 2022Article
- Review
- Limited Shared Variance among Measures of Cognitive Performance Used in Nutrition Research: The Need to Prioritize Construct Validity and Biological Mechanisms in Choice of Measures.Current developments in nutrition · 2021Article
- Scaling Up Delivery of Biofortified Staple Food Crops Globally: Paths to Nourishing Millions.Food and nutrition bulletin · 2021Article
- Nicotianamine-chelated iron positively affects iron status, intestinal morphology and microbial populations in vivo (Gallus gallus).Scientific reports · 2020Article
- The acceptance of zinc biofortified rice in Latin America: A consumer sensory study and grain quality characterization.PloS one · 2020Article
- Iron Deficiency in Menstruating Adult Women: Much More than Anemia.Women's health reports (New Rochelle, N.Y.) · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEvidence suggests that iron deficiency (ID) affects cognitive performance, as measured in behavior. Although such effects must be mediated by changes in the brain, very few studies have included measures of brain activity to assess this relation.
objectiveWe tested the hypothesis that provision of iron-biofortified beans would result in improvements in measures of iron status, brain dynamics, and behavior.
methodsA double-blind, randomized, intervention study was conducted in 55 women aged 18-27 y with low iron status (serum ferritin <20 µg/L). Women were randomly assigned to consume iron-biofortified (86.1 ppm iron) or comparison beans (50.1 ppm iron) daily for 18 wk. Iron status was assessed by hemoglobin, ferritin, transferrin receptor, and body iron; cognitive performance with 5 computerized tasks; and brain dynamics by concurrent electroencephalography (EEG). All measures were taken at baseline and endline.
resultsThe groups did not differ on any measures at baseline. Intention-to-treat analyses revealed significant (all P < 0.05) improvements in hemoglobin (partial effect size attributable to the independent variable, η2 = 0.16), ferritin (η2 = 0.17), and body iron (η2 = 0.10), speed of responding in attentional and mnemonic tasks (η2 = 0.04-0.29), sensitivity and efficiency of memory retrieval (η2 = 0.12-0.55), and measures of EEG amplitude and spectral power (η2 = 0.08 to 0.49). Mediation models provided evidence in support of the hypothesis that changes in iron status produce changes in behavior by way of changes in brain activity.
conclusionsBehavioral performance and brain activity, as measured by EEG, are sensitive to iron status, and the consumption of iron-biofortified beans for 18 wk resulted in improvements in measures of both, relative to what was obtained with a comparison bean, in a sample of female university students. Furthermore, the results support the conclusion that changes in brain activity resulting from consumption of biofortified beans mediate the relations between changes in iron biomarkers and changes in cognition. Clinical trial registry: ClinicalTrials.gov Reg No. NCT01594359.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.